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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Modeling, Identity Resolution & Segmentation | 25% | - Data 360 data model
|
| Topic 2: Agentforce & AI Innovation | 11% | - Predictive AI
|
| Topic 3: Consent | 13% | - Consent data model
|
| Topic 4: Analytics & Performance Insights | 8% | - Marketing data and insights
|
| Topic 5: Platform Setup & Governance | 13% | - Domain authentication and authorization
|
| Topic 6: Campaign Design, Flow Orchestration & Content | 30% | - Landing pages
|
>> Salesforce MC-Con-201學習筆記 <<
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問題 #44
A Marketing Cloud Next Consultant needs to suppress subscribers from an upcoming audience flow who have a low probability of opening or clicking email content.
Which Einstein feature should the consultant use?
答案：B
解題說明：
Einstein Engagement Scoring is designed to predict the likelihood that an individual subscriber will engage with future email communications. Salesforce states that the model predicts email opens and clicks, subscriber retention, web conversion, and overall engagement for individual consumer contacts.
Those predicted likelihood values can be used to identify customers with low engagement propensity. A marketer can therefore segment, filter, suppress, or branch customers according to their predicted open or click probability before an audience flow sends a message.
Send Time Optimization solves a different problem. STO assumes that a recipient is going to receive the communication and predicts when that person is most likely to engage. It doesn't primarily determine whether a low-propensity customer should be excluded. Messaging Insights isn't the predictive subscriber-level engagement scoring capability described in this requirement.
Salesforce also stores the output in the Email Engagement Score DMO , which supports reporting and audience analysis based on open, click, and subscription likelihood.
The uploaded master bank correctly keys A. Salesforce's current Einstein Engagement Scoring model card confirms that it predicts opens, clicks, retention, and overall engagement.
Study Guide Reference: Agentforce and AI Innovation # Einstein Engagement Scoring # Predictive Audience Optimization.
問題 #45
A Marketing Cloud Next Consultant is using Agentforce to generate a conversational email campaign. After reviewing the campaign preview, they notice an extra step in the underlying campaign flow labeled 'Forward to Agent.' What is the function of this specific flow step?
答案：C
解題說明：
The Forward to Agent step is automatically associated with conversational campaigns and defines what happens when the recipient replies to the outbound email. Salesforce's current Agentforce in Marketing Cloud Next documentation explicitly states that when a campaign is conversational, a final Forward to Agent step appears in the campaign preview and is added to the underlying campaign flow. Its purpose is to specify how the customer's email response is handled.
This is fundamental to Conversational Email because the interaction doesn't end after the promotional message is delivered. The reply must enter the configured conversational-routing architecture so that an Agentforce agent can interpret the response, continue the conversation, perform supported actions, or escalate where necessary.
The step isn't a marketing-manager approval gate, eliminating B. Nor does it pause the outbound campaign for agent authorization, eliminating C. Human review or escalation can be part of the broader conversational architecture, but that isn't the purpose of this specific generated flow step.
The uploaded master bank correctly identifies A.
Study Guide Reference: Agentforce and AI Innovation # Campaign Creation Agent # Conversational Campaigns and Forward to Agent.
問題 #46
Northern Trail Outfitters contracts a London agency to create assets and deploy email campaigns exclusively for the EMEA region, which is managed in a dedicated EMEA Business Unit. The agency users have been provisioned with the Marketing Cloud Manager permission set.
How should the Marketing Cloud Next Consultant grant the agency users the required access?
答案：A
解題說明：
The agency users need the Marketer-Standard Business Unit role because their responsibilities include both creating marketing assets and deploying campaigns.
Salesforce states that users with the Marketing Cloud Admin or Marketing Cloud Manager permission set can be added to a Business Unit as Marketer-Standard members. These users receive the Content Manager role in the Business Unit's marketing workspace, allowing them to create, edit, view, and publish content.
They can also activate campaign flows in that Business Unit.
Marketer-ReadOnly is insufficient because Salesforce explicitly states that ReadOnly members can't activate campaigns and don't receive access to the Business Unit's marketing workspaces. This would prevent the agency from performing the tasks described.
Adding users directly to the Data Space isn't the proper Marketing Cloud Next access-governance model.
Business Unit membership automatically grants access to its mapped Data Space according to the Business Unit architecture.
The source bank correctly identifies C.
Study Guide Reference: Platform Setup and Governance # Business Units # Marketer-Standard and Marketer-ReadOnly Roles.
問題 #47
Northern Trail Outfitters (NTO) is investigating reports that promotional emails are being delivered to individuals who have previously opted out earlier the same day. NTO discovers that customer consent preferences are updated daily using a batch data transform that writes directly to the Communication Subscription Consent data model object (DMO), causing customer complaints.
Which action should the Marketing Cloud Next Consultant take to resolve it?
答案：B
解題說明：
The problem isn't merely the batch schedule; the implementation is using an unsupported consent-write path
. Salesforce's August 2026 Marketing Cloud Next guidance explicitly warns against using Data 360 batch transforms, streaming transformations, direct data-stream mappings, or bulk APIs to write directly into the Communication Subscription Consent DMO. Those methods can produce consent values that appear stored but aren't consistently honored by the messaging consent layer at send time.
The supported solution is to route the change through Create Consent/Consent Request . A Data 360- triggered flow can listen for the relevant change and invoke Create Consent, which updates the contact point's consent for the required channel and communication subscription through the supported consent service.
Therefore, changing a daily batch to hourly doesn't fix the architectural defect. Switching from batch to streaming transformation also doesn't make a direct DMO write supported.
The master bank correctly identifies B. Salesforce explicitly recommends reissuing incorrectly written consent through a Data 360-triggered flow calling Create Consent.
Study Guide Reference: Consent # Supported Consent Write Methods # Create Consent Action and Data
360-Triggered Flows.
問題 #48
A Marketing Cloud Next Consultant needs to create a re-engagement campaign targeting customers who have not made a purchase in the last 90 days. The campaign will be orchestrated using a flow. The audience for this campaign must be updated automatically as customer purchase behavior changes over time.
Which feature must the consultant configure in Data 360 to meet this requirement?
答案：C
解題說明：
B is the best answer among the available choices , because an Audience Flow with a Data 360 Segment source is the appropriate architecture for a dynamically changing audience. Salesforce states that Data 360 segments update membership based on profile attributes and behavioral data, while Audience Flows can use those segment members as their audience source.
For a "no purchase in 90 days" use case, the marketer defines the lapsed-customer criteria in a Data 360 segment. As purchase data changes and the segment republishes, qualifying customers enter or leave the segment automatically. The Audience Flow then orchestrates the scheduled re-engagement communication against the current membership.
An Automation Event-Triggered Flow is more appropriate for responding to discrete events, such as a form submission or email click. A Marketing Object stores marketing-specific tabular data and isn't a dynamic audience-management mechanism.
The uploaded bank keys B.
Technical precision: the Data 360 feature actually maintaining dynamic membership is the Segment ; Audience Flow is the orchestration layer consuming that segment. Because "Segment" isn't offered as an option, B is the only architecturally valid choice. Salesforce confirms both behaviors.
Study Guide Reference: Data Modeling, Identity Resolution and Segmentation # Dynamic Segments and Audience Flows.
問題 #49
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